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FLAIRS
2008

Small Models of Large Machines

11 years 2 months ago
Small Models of Large Machines
In this paper, we model large support vector machines (SVMs) by smaller networks in order to decrease the computational cost. The key idea is to generate additional training patterns using a trained SVM and use these additional patterns along with the original training patterns to train a neural network. Results verify the validity of the technique.
Pramod Lakshmi Narasimha, Sanjeev S. Malalur, Mich
Added 02 Oct 2010
Updated 02 Oct 2010
Type Conference
Year 2008
Where FLAIRS
Authors Pramod Lakshmi Narasimha, Sanjeev S. Malalur, Michael T. Manry
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